面向 Claude Code 和 Codex 的 AI 工程工作流。
核心定位:
superagents是工程任务主入口(先路由到最佳技能,复杂任务走多 Agent 编排)rules定义约束skills定义执行流程
前置条件:先安装 superpowers。
skills/superagents是编排层,负责 1 master + N workers 的多 Agent 协作。- 对 bug / feature / refactor / 复杂 review,默认走
superagents;单一场景可直达最佳专项技能。 - 与仓库强制路由一致:先
superpowers:using-superpowers,再选择最小技能集合执行。
直接在任务里显式触发:
[$superagents](/Users/gdc/.codex/skills/superagents/SKILL.md) <任务描述>
常见场景:
- 缺陷修复:定位根因并修复回归,附验证证据
- 功能开发:实现需求并补齐测试与评审
- 复杂重构:保持外部行为不变,分阶段迁移
最小执行流:
- 路由:
using-superpowers - 选型:最小 Superpowers 组合(debugging/TDD/review/verification)
- 执行:
research -> plan -> implement -> review -> verify -> report - 门禁:
Typecheck/Build -> Lint -> Test - 交付:Done/Partial/Skipped +
file:line/命令摘要证据
复用模板:skills/superagents/templates/universal-engineering-task-prompt.md
rules/:全局约束(质量、语言、输出、快速路径)skills/:专项工作流(superagents、fix-bug、develop-feature、refactor等)agents/:执行角色(researcher/planner/implementer/reviewer/verifier/reporter)AGENTS.md:路由、协作与交付规范CLAUDE.md:仓库级强制路由规则
SKILL.md 里的 !command 会在 skill 加载时执行,并把输出注入上下文,例如:
!`git status`
Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.claude/INSTALL.md
升级:
Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.claude/UPGRADE.md
Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.codex/INSTALL.md
升级:
Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.codex/UPGRADE.md